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The ZnTrack package provides workflow and Experiment management based on DVC.
It can be used to
API
A ZnTrack Node is similar to the dataclass API, defining inputs, outputs and the node methods in an object oriented approach:
Nodes can be connected via
zn.deps(InputToOutput)
or the respective files that are generated.More examples are available at https://github.com/zincware/znlib which collects ZnTrack Nodes and is constantly growing.